{"id":"W2522298300","doi":"10.2310/6620.2009.00007","title":"Dr. Armando Ancona Alayón (1940-2008)","year":2009,"lang":"es","type":"article","venue":"Dermatitis","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006373861,0.0002716207,0.0004948125,0.0001743758,0.0008844361,0.00003956296,0.0002331226,0.0005090865,0.004052887],"category_scores_gemma":[0.0008210881,0.0002606859,0.0001020475,0.0003674814,0.00009384571,0.0002635287,0.00003520368,0.00109737,0.007274472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249956,"about_ca_system_score_gemma":0.001733559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006479942,"about_ca_topic_score_gemma":0.00004613715,"domain_scores_codex":[0.9964519,0.0006086607,0.001004309,0.0003480807,0.000471572,0.001115482],"domain_scores_gemma":[0.9973991,0.000422026,0.0003282504,0.0004693963,0.0001928475,0.00118838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006887968,0.0001932609,0.007306223,0.0006617731,0.00001142472,0.00002762906,0.004878026,5.816884e-7,0.00001186435,0.002391388,0.8654974,0.1190136],"study_design_scores_gemma":[0.0008198197,0.00009262487,0.368012,0.00068456,0.00002438396,0.00001415679,0.0005148301,0.0001448724,0.00002835927,0.0007471282,0.6287462,0.0001711545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2029819,0.007177304,0.0007551732,0.6657214,0.009988288,0.002162436,0.0001762849,0.0003496995,0.1106876],"genre_scores_gemma":[0.7934859,0.004297991,0.0003650353,0.1938591,0.002516443,0.00006593288,0.0001818075,0.00002847047,0.005199247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5905041,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351503992217779,"score_gpt":0.4282768560652722,"score_spread":0.3847618161430943,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}